Abstract: We consider the parameter restrictions that need to be imposed in order to ensure that the conditional variance process of a GARCH(p, q) model remains non-negative. Previously, We also point out the linkage between the absolute monotonicity of the GARCH 1 2 generating function and the non-negativity of the GARCH kernel, and use it to provide examples of sufficient conditions for this non-negativity property to hold
